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GPCMlasso

Differential Item Functioning in Generalized Partial Credit Models

v0.1-8 · Jul 23, 2025 · GPL (>= 2)

Description

Provides a framework to detect Differential Item Functioning (DIF) in Generalized Partial Credit Models (GPCM) and special cases of the GPCM as proposed by Schauberger and Mair (2019) <doi:10.3758/s13428-019-01224-2>. A joint model is set up where DIF is explicitly parametrized and penalized likelihood estimation is used for parameter selection. The big advantage of the method called GPCMlasso is that several variables can be treated simultaneously and that both continuous and categorical variables can be used to detect DIF.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies ltm Rcpp TeachingDemos cubature caret statmod mvtnorm mirt GPCMlasso

Version History

new 0.1-8 Mar 9, 2026